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Gathering telemetry data is key to operating reliable distributed systems at scale. Data science is the art of extracting information from large amounts of data. Heinrich Hartmann explores a wide range of data analysis methods (both theoretical and practical) that can make you more effective at an operations task.
Time series analysis
Metrics: The good, the bad, the ugly
Tools for data analysis
Data analysis exercises
Monitoring tools exercises
Heinrich Hartmann is the lead data scientist at Circonus, where he is driving the development of analytics methods that transform monitoring data into actionable information as part of the Circonus monitoring platform. Previously, he worked as a researcher for the University of Oxford. Heinrich holds a PhD in mathematics from the University of Bonn.
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